Commit
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2dc6d69
1
Parent(s):
57934bf
Update spaCy pipeline
Browse files- .gitattributes +1 -0
- README.md +58 -0
.gitattributes
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README.md
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### Details: https://spacy.io/models/en#en_core_web_trf
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English transformer pipeline (roberta-base). Components: transformer, tagger, parser, ner, attribute_ruler, lemmatizer.
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---
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tags:
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- spacy
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- token-classification
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language:
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- en
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license: MIT
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model-index:
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- name: en_core_web_trf
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results:
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- task:
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name: NER
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type: token-classification
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metrics:
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- name: NER Precision
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type: precision
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value: 0.898632744
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- name: NER Recall
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type: recall
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value: 0.8985877404
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- name: NER F Score
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type: f_score
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value: 0.8986102416
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- task:
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name: POS
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type: token-classification
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metrics:
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- name: POS Accuracy
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type: accuracy
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value: 0.9779597496
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- task:
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name: SENTER
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type: token-classification
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metrics:
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- name: SENTER Precision
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type: precision
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value: 0.9533882851
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- name: SENTER Recall
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type: recall
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value: 0.8621940761
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- name: SENTER F Score
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type: f_score
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value: 0.9055009007
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- task:
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name: UNLABELED_DEPENDENCIES
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type: token-classification
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metrics:
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- name: Unlabeled Dependencies Accuracy
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type: accuracy
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value: 0.9529693229
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- task:
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name: LABELED_DEPENDENCIES
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type: token-classification
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metrics:
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- name: Labeled Dependencies Accuracy
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type: accuracy
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value: 0.9529693229
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---
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### Details: https://spacy.io/models/en#en_core_web_trf
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English transformer pipeline (roberta-base). Components: transformer, tagger, parser, ner, attribute_ruler, lemmatizer.
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